The Twin-Block Layer Two system, often referred to TBL2, is a recent framework in the field of deep learning. This involves constructing a layers of modules. Each block executes dedicated tasks, and these work in a hierarchical manner. This model has shown encouraging results in various fields, including image classification and natural language un